padertorch
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A collection of common functionality to simplify the design, training and evaluation of machine learning models based on pytorch with an emphasis on speech processing.
Adds windows-tests workflow. Fixes problems on windows, mainly path issues ('/' vs '\'). All training tests are skipped since symlinks are not supported on Windows (without Administrator privileges). Some depreciation...
# Issue: I trained a model and want to visualize it in a jupyter notebook. At the moment my workflow is, that I execute the model and call manually some...
In case of multiple chained models for example source separation + speech recognition it might be necessary to do intermediate backwards steps to reduce the required gpu memory during training....
At the moment is any callable a configurable, when it supports key value arguments. While this is verbose and most factories and classes are supported, there are a few we...
This has to be done for a complete implementation of multiple GPUs.
